S/05 · TIMELINE: 1–4 sprints
AI Integration for Existing Products
Ship the AI features your roadmap keeps postponing — search, summarization, copilots — inside the product you already have.
▸ What you get
- Feature scoping & model selection (cost-aware)
- Semantic search & summarization
- In-app copilot with your domain context
- Safe rollout: flags, evals, fallbacks
- Token-cost monitoring & optimization
Ideal for:Product teams with live users
▸ +23% activation after copilot launch